Triple
T15833153
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Minister of the Mainland Affairs Council |
E383920
|
entity |
| Predicate | officeHoldersInclude |
P537
|
FINISHED |
| Object |
Chang King-yuh
Chang King-yuh is a Taiwanese politician and academic best known for serving as a key architect of Taipei’s cross-strait policy toward mainland China in the 1990s.
|
E1190197
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Chang King-yuh | Statement: [Minister of the Mainland Affairs Council, officeHoldersInclude, Chang King-yuh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chang King-yuh Context triple: [Minister of the Mainland Affairs Council, officeHoldersInclude, Chang King-yuh]
-
A.
Chen Chien-jen
Chen Chien-jen is a Taiwanese epidemiologist and politician who has served in top leadership roles in Taiwan’s government, including as vice president and later as premier.
-
B.
Chang Yung-fa
Chang Yung-fa was a Taiwanese shipping magnate and philanthropist best known as the billionaire founder of the Evergreen Group conglomerate.
-
C.
Yang Cho-cheng
Yang Cho-cheng was a prominent Taiwanese architect known for designing many of Taipei’s landmark public buildings and shaping the city’s modern architectural landscape.
-
D.
Teng Yu-shan
Teng Yu-shan is a Taiwanese film director and screenwriter known for her work in contemporary Taiwanese cinema.
-
E.
Chiang Hsiao-wen
Chiang Hsiao-wen was the eldest son of former Republic of China President Chiang Ching-kuo and a member of Taiwan’s influential Chiang political family.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Chang King-yuh Triple: [Minister of the Mainland Affairs Council, officeHoldersInclude, Chang King-yuh]
Generated description
Chang King-yuh is a Taiwanese politician and academic best known for serving as a key architect of Taipei’s cross-strait policy toward mainland China in the 1990s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chang King-yuh Target entity description: Chang King-yuh is a Taiwanese politician and academic best known for serving as a key architect of Taipei’s cross-strait policy toward mainland China in the 1990s.
-
A.
Chen Chien-jen
Chen Chien-jen is a Taiwanese epidemiologist and politician who has served in top leadership roles in Taiwan’s government, including as vice president and later as premier.
-
B.
Chang Yung-fa
Chang Yung-fa was a Taiwanese shipping magnate and philanthropist best known as the billionaire founder of the Evergreen Group conglomerate.
-
C.
Yang Cho-cheng
Yang Cho-cheng was a prominent Taiwanese architect known for designing many of Taipei’s landmark public buildings and shaping the city’s modern architectural landscape.
-
D.
Teng Yu-shan
Teng Yu-shan is a Taiwanese film director and screenwriter known for her work in contemporary Taiwanese cinema.
-
E.
Chiang Hsiao-wen
Chiang Hsiao-wen was the eldest son of former Republic of China President Chiang Ching-kuo and a member of Taiwan’s influential Chiang political family.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d86da34c888190976e06c4019d415a |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e11e653e388190a4696cdb22546715 |
completed | April 16, 2026, 5:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffcf0dd5ec8190b9a44d2ccbe90c52 |
completed | May 10, 2026, 12:19 a.m. |
| NEDg | Description generation | batch_69ffcfb02b208190b961b525a29b02a5 |
completed | May 10, 2026, 12:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffd8e7b94c819093bc23288900df33 |
completed | May 10, 2026, 1:01 a.m. |
Created at: April 10, 2026, 4:49 a.m.